Stewart W. Wilson

Publication Activity (10 Years)

Years Active: 1983-2021
Publications (10 Years): 2

Top Topics

Random Variables

Learning Classifier Systems

Top Venues

IEEE Trans. Evol. Comput.

Publications

Richard John Preen, Stewart W. Wilson, Larry Bull
Autoencoding With a Classifier System. IEEE Trans. Evol. Comput. 25 (6) (2021)
Richard John Preen, Stewart W. Wilson, Larry Bull
Autoencoding with XCSF. CoRR (2019)
Stewart W. Wilson
Coevolution of Pattern Generators and Recognizers. IWLCS (2009)
Stewart W. Wilson
Coevolution of pattern generators and recognizers. GECCO (Companion) (2009)
Martin V. Butz, Pier Luca Lanzi, Stewart W. Wilson
Function Approximation With XCS: Hyperellipsoidal Conditions, Recursive Least Squares, and Compaction. IEEE Trans. Evol. Comput. 12 (3) (2008)
Stewart W. Wilson
Classifier Conditions Using Gene Expression Programming. IWLCS (2007)
Pier Luca Lanzi, Daniele Loiacono, Stewart W. Wilson, David E. Goldberg
Generalization in the XCSF Classifier System: Analysis, Improvement, and Extension. Evol. Comput. 15 (2) (2007)
Olivier Sigaud, Stewart W. Wilson
Learning classifier systems: a survey. Soft Comput. 11 (11) (2007)
Martin V. Butz, Pier Luca Lanzi, Stewart W. Wilson
Hyper-ellipsoidal conditions in XCS: rotation, linear approximation, and solution structure. GECCO (2006)
Pier Luca Lanzi, Daniele Loiacono, Stewart W. Wilson, David E. Goldberg
Prediction update algorithms for XCSF: RLS, Kalman filter, and gain adaptation. GECCO (2006)
Pier Luca Lanzi, Stewart W. Wilson
Using convex hulls to represent classifier conditions. GECCO (2006)
Pier Luca Lanzi, Daniele Loiacono, Stewart W. Wilson, David E. Goldberg
Classifier prediction based on tile coding. GECCO (2006)
Stewart W. Wilson
Three Architectures for Continuous Action. IWLCS (2005)
Pier Luca Lanzi, Daniele Loiacono, Stewart W. Wilson, David E. Goldberg
XCS with computed prediction in multistep environments. GECCO (2005)
Pier Luca Lanzi, Daniele Loiacono, Stewart W. Wilson, David E. Goldberg
XCS with computed prediction for the learning of Boolean functions. Congress on Evolutionary Computation (2005)
Pier Luca Lanzi, Daniele Loiacono, Stewart W. Wilson, David E. Goldberg
Extending XCSF beyond linear approximation. GECCO (2005)
Pier Luca Lanzi, Daniele Loiacono, Stewart W. Wilson, David E. Goldberg
XCS with computed prediction in continuous multistep environments. Congress on Evolutionary Computation (2005)
Stewart W. Wilson
Classifier Systems for Continuous Payoff Environments. GECCO (2) (2004)
Xavier Llorà, Stewart W. Wilson
Mixed Decision Trees: Minimizing Knowledge Representation Bias in LCS. GECCO (2) (2004)
Martin V. Butz, Tim Kovacs, Pier Luca Lanzi, Stewart W. Wilson
Toward a theory of generalization and learning in XCS. IEEE Trans. Evol. Comput. 8 (1) (2004)
Pier Luca Lanzi, Wolfgang Stolzmann, Stewart W. Wilson
Editorial Introduction - Learning Classifier Systems. Evol. Comput. 11 (3) (2003)
John H. Holmes, Pier Luca Lanzi, Wolfgang Stolzmann, Stewart W. Wilson
Learning classifier systems: New models, successful applications. Inf. Process. Lett. 82 (1) (2002)
Martin V. Butz, Stewart W. Wilson
An algorithmic description of XCS. Soft Comput. 6 (3-4) (2002)
Stewart W. Wilson
Classifiers that approximate functions. Nat. Comput. 1 (2-3) (2002)
Lawrence Davis, Chunsheng Fu, Stewart W. Wilson
An Incremental Multiplexer Problem and Its Uses in Classifier System Research. IWLCS (2001)
Stewart W. Wilson
Compact Rulesets from XCSI. IWLCS (2001)
Pier Luca Lanzi, Stewart W. Wilson
Toward Optimal Classifier System Performance in Non-Markov Environments. Evol. Comput. 8 (4) (2000)
Stewart W. Wilson
Mining Oblique Data with XCS. IWLCS (2000)
Martin V. Butz, Stewart W. Wilson
An Algorithmic Description of XCS. IWLCS (2000)
Stewart W. Wilson
Get Real! XCS with Continuous-Valued Inputs. Learning Classifier Systems (1999)
John H. Holland, Lashon B. Booker, Marco Colombetti, Marco Dorigo, David E. Goldberg, Stephanie Forrest, Rick L. Riolo, Robert E. Smith, Pier Luca Lanzi, Wolfgang Stolzmann, Stewart W. Wilson
What Is a Learning Classifier System? Learning Classifier Systems (1999)
Stewart W. Wilson
State of XCS Classifier System Research. Learning Classifier Systems (1999)
Stewart W. Wilson
Classifier Fitness Based on Accuracy. Evol. Comput. 3 (2) (1995)
Stewart W. Wilson
ZCS: A Zeroth Level Classifier System. Evol. Comput. 2 (1) (1994)
Stewart W. Wilson
GA-Easy Does Not Imply Steepest-Ascent Optimizable. ICGA (1991)
Pierre Bonelli, Alexandre Parodi, Sandip Sen, Stewart W. Wilson
Newboole: A Fast GBML System. ML (1990)
Stewart W. Wilson, David E. Goldberg
A Critical Review of Classifier Systems. ICGA (1989)
Stephen J. Smith, Stewart W. Wilson
Rosetta: Toward a Model of Learning Problems. ICGA (1989)
Stewart W. Wilson
Bid Competition and Specificity Reconsidered. Complex Syst. 2 (6) (1988)
Stewart W. Wilson
The Genetic Algorithm and Biological Development. ICGA (1987)
Stewart W. Wilson
Hierarchical Credit Allocation in a Classifier System. IJCAI (1987)
Stewart W. Wilson
The Genetic Algorithm and Simulated Evolution. ALIFE (1987)
Stewart W. Wilson
Classifier Systems and the Animat Problem. Mach. Learn. 2 (3) (1987)
Stewart W. Wilson
Knowledge Growth in an Artificial Animal. ICGA (1985)
Stewart W. Wilson
Adaptive 'Cortical' Pattern Recognition. ICGA (1985)
Stewart W. Wilson
On the Retino-Cortical Mapping. Int. J. Man Mach. Stud. 18 (4) (1983)